Advanced oxidation processes (AOPs) empowered by single-atom catalysts (SACs) promise efficient water purification, but face the challenges of low catalyst yields, limited activity, and high costs of SACs. A novel salt-templating strategy enables mass production of SACs with precise multi-dimensional coordination and high metal loadings, potentially revolutionizing AOP technologies for water treatment.